Sakana AI’s TMLR paper introduces Multi-Layered Review, a 3-agent Claude-based reviewer, and a 1,164-error Contradiction Benchmark. MLR caught 73.43% of core-claim errors, versus 14.81% for the best ...
Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...
Box ManipulationIn the history of artificial intelligence and machine learning, the determination of internal parameters (weights) of neural networks has been delegated to optimization algorithms (suc ...
A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...
GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.
XDA Developers on MSN
I stopped giving ChatGPT, Claude, and Gemini detailed prompts for a week, and one struggled more than I expected
Do we really need to spoon-feed AI anymore?
Recursive, an AI startup founded last year, is starting to live up to its name. The company, which is trying to build AI that can improve itself, released its first model, Flint, on Wednesday. Flint ...
For the past few days I’ve been testing an impressive open-weight AI coding model called Flint. It suggests that fully recursive self-improvement, or RSI—an exciting and controversial approach that ...
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A wave of little changes, including new colors, the option of an aluminum case, and some neat accessories. A wave of little changes, including new colors, the option of an aluminum case, and some neat ...
The Pentagon is looking to build the "next great American base," and governors can bid to host it in their states, Defense Secretary Pete Hegseth announced on Sept. 30. Hegseth said the U.S. military ...
be quiet! built its name on cases that disappear into the background — quiet fans, sound-dampening foam, nothing flashy. The Pure Base 501 LX bends that reputation just slightly: it’s still a be quiet ...
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